Dataset statistics
| Number of variables | 44 |
|---|---|
| Number of observations | 71980 |
| Missing cells | 424146 |
| Missing cells (%) | 13.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 42.5 MiB |
| Average record size in memory | 619.5 B |
Variable types
| Numeric | 24 |
|---|---|
| Categorical | 19 |
| Boolean | 1 |
merchant_category has a high cardinality: 56 distinct values | High cardinality |
merchant_group has a high cardinality: 12 distinct values | High cardinality |
uuid has a high cardinality: 71980 distinct values | High cardinality |
account_amount_added_12_24m is highly correlated with sum_capital_paid_account_0_12m and 1 other fields | High correlation |
account_days_in_rem_12_24m is highly correlated with account_worst_status_12_24m | High correlation |
account_days_in_term_12_24m is highly correlated with account_worst_status_12_24m | High correlation |
account_worst_status_0_3m is highly correlated with account_worst_status_3_6m | High correlation |
account_worst_status_12_24m is highly correlated with account_days_in_rem_12_24m and 1 other fields | High correlation |
account_worst_status_3_6m is highly correlated with account_worst_status_0_3m | High correlation |
avg_payment_span_0_12m is highly correlated with avg_payment_span_0_3m and 3 other fields | High correlation |
avg_payment_span_0_3m is highly correlated with avg_payment_span_0_12m and 1 other fields | High correlation |
has_paid is highly correlated with status_last_archived_0_24m and 3 other fields | High correlation |
max_paid_inv_0_12m is highly correlated with max_paid_inv_0_24m and 1 other fields | High correlation |
max_paid_inv_0_24m is highly correlated with max_paid_inv_0_12m | High correlation |
num_active_inv is highly correlated with num_arch_ok_0_12m and 2 other fields | High correlation |
num_arch_ok_0_12m is highly correlated with num_active_inv and 2 other fields | High correlation |
num_arch_ok_12_24m is highly correlated with num_active_inv and 2 other fields | High correlation |
num_arch_rem_0_12m is highly correlated with status_max_archived_0_12_months | High correlation |
status_last_archived_0_24m is highly correlated with avg_payment_span_0_12m and 6 other fields | High correlation |
status_2nd_last_archived_0_24m is highly correlated with has_paid and 5 other fields | High correlation |
status_3rd_last_archived_0_24m is highly correlated with status_2nd_last_archived_0_24m and 3 other fields | High correlation |
status_max_archived_0_6_months is highly correlated with status_last_archived_0_24m and 4 other fields | High correlation |
status_max_archived_0_12_months is highly correlated with avg_payment_span_0_12m and 7 other fields | High correlation |
status_max_archived_0_24_months is highly correlated with avg_payment_span_0_12m and 6 other fields | High correlation |
sum_capital_paid_account_0_12m is highly correlated with account_amount_added_12_24m and 1 other fields | High correlation |
sum_capital_paid_account_12_24m is highly correlated with account_amount_added_12_24m and 1 other fields | High correlation |
sum_paid_inv_0_12m is highly correlated with max_paid_inv_0_12m and 3 other fields | High correlation |
account_amount_added_12_24m is highly correlated with num_unpaid_bills and 2 other fields | High correlation |
account_days_in_rem_12_24m is highly correlated with account_worst_status_12_24m and 1 other fields | High correlation |
account_incoming_debt_vs_paid_0_24m is highly correlated with num_unpaid_bills | High correlation |
account_worst_status_0_3m is highly correlated with account_worst_status_3_6m | High correlation |
account_worst_status_12_24m is highly correlated with account_days_in_rem_12_24m | High correlation |
account_worst_status_3_6m is highly correlated with account_worst_status_0_3m | High correlation |
avg_payment_span_0_12m is highly correlated with avg_payment_span_0_3m and 3 other fields | High correlation |
avg_payment_span_0_3m is highly correlated with avg_payment_span_0_12m | High correlation |
has_paid is highly correlated with max_paid_inv_0_12m and 9 other fields | High correlation |
max_paid_inv_0_12m is highly correlated with has_paid and 9 other fields | High correlation |
max_paid_inv_0_24m is highly correlated with has_paid and 10 other fields | High correlation |
num_active_div_by_paid_inv_0_12m is highly correlated with num_active_inv and 1 other fields | High correlation |
num_active_inv is highly correlated with num_active_div_by_paid_inv_0_12m and 1 other fields | High correlation |
num_arch_ok_0_12m is highly correlated with has_paid and 8 other fields | High correlation |
num_arch_ok_12_24m is highly correlated with max_paid_inv_0_24m and 4 other fields | High correlation |
num_arch_rem_0_12m is highly correlated with avg_payment_span_0_12m and 3 other fields | High correlation |
num_unpaid_bills is highly correlated with account_amount_added_12_24m and 5 other fields | High correlation |
status_last_archived_0_24m is highly correlated with has_paid and 8 other fields | High correlation |
status_2nd_last_archived_0_24m is highly correlated with has_paid and 10 other fields | High correlation |
status_3rd_last_archived_0_24m is highly correlated with has_paid and 10 other fields | High correlation |
status_max_archived_0_6_months is highly correlated with has_paid and 10 other fields | High correlation |
status_max_archived_0_12_months is highly correlated with avg_payment_span_0_12m and 11 other fields | High correlation |
status_max_archived_0_24_months is highly correlated with avg_payment_span_0_12m and 10 other fields | High correlation |
sum_capital_paid_account_0_12m is highly correlated with account_amount_added_12_24m and 2 other fields | High correlation |
sum_capital_paid_account_12_24m is highly correlated with account_amount_added_12_24m and 3 other fields | High correlation |
sum_paid_inv_0_12m is highly correlated with has_paid and 10 other fields | High correlation |
account_amount_added_12_24m is highly correlated with sum_capital_paid_account_0_12m and 1 other fields | High correlation |
account_days_in_rem_12_24m is highly correlated with account_worst_status_12_24m | High correlation |
account_worst_status_12_24m is highly correlated with account_days_in_rem_12_24m | High correlation |
avg_payment_span_0_12m is highly correlated with avg_payment_span_0_3m and 1 other fields | High correlation |
avg_payment_span_0_3m is highly correlated with avg_payment_span_0_12m | High correlation |
has_paid is highly correlated with status_last_archived_0_24m and 4 other fields | High correlation |
max_paid_inv_0_12m is highly correlated with max_paid_inv_0_24m and 1 other fields | High correlation |
max_paid_inv_0_24m is highly correlated with max_paid_inv_0_12m and 1 other fields | High correlation |
num_active_div_by_paid_inv_0_12m is highly correlated with num_active_inv and 1 other fields | High correlation |
num_active_inv is highly correlated with num_active_div_by_paid_inv_0_12m and 1 other fields | High correlation |
num_arch_ok_0_12m is highly correlated with num_arch_ok_12_24m and 3 other fields | High correlation |
num_arch_ok_12_24m is highly correlated with num_arch_ok_0_12m and 2 other fields | High correlation |
num_arch_rem_0_12m is highly correlated with status_max_archived_0_12_months and 1 other fields | High correlation |
num_unpaid_bills is highly correlated with num_active_div_by_paid_inv_0_12m and 2 other fields | High correlation |
status_last_archived_0_24m is highly correlated with has_paid and 5 other fields | High correlation |
status_2nd_last_archived_0_24m is highly correlated with has_paid and 5 other fields | High correlation |
status_3rd_last_archived_0_24m is highly correlated with has_paid and 8 other fields | High correlation |
status_max_archived_0_6_months is highly correlated with num_arch_ok_0_12m and 6 other fields | High correlation |
status_max_archived_0_12_months is highly correlated with avg_payment_span_0_12m and 8 other fields | High correlation |
status_max_archived_0_24_months is highly correlated with has_paid and 6 other fields | High correlation |
sum_capital_paid_account_0_12m is highly correlated with account_amount_added_12_24m and 2 other fields | High correlation |
sum_capital_paid_account_12_24m is highly correlated with account_amount_added_12_24m and 1 other fields | High correlation |
sum_paid_inv_0_12m is highly correlated with max_paid_inv_0_12m and 6 other fields | High correlation |
account_worst_status_12_24m is highly correlated with account_worst_status_6_12m and 3 other fields | High correlation |
account_worst_status_3_6m is highly correlated with account_worst_status_6_12m and 1 other fields | High correlation |
worst_status_active_inv is highly correlated with recovery_debt | High correlation |
status_last_archived_0_24m is highly correlated with status_max_archived_0_24_months and 6 other fields | High correlation |
max_paid_inv_0_12m is highly correlated with max_paid_inv_0_24m | High correlation |
account_worst_status_6_12m is highly correlated with account_worst_status_12_24m and 2 other fields | High correlation |
max_paid_inv_0_24m is highly correlated with max_paid_inv_0_12m | High correlation |
num_arch_ok_0_12m is highly correlated with num_active_inv and 2 other fields | High correlation |
status_max_archived_0_24_months is highly correlated with status_last_archived_0_24m and 8 other fields | High correlation |
num_arch_rem_0_12m is highly correlated with sum_paid_inv_0_12m | High correlation |
status_max_archived_0_12_months is highly correlated with status_last_archived_0_24m and 8 other fields | High correlation |
num_arch_written_off_0_12m is highly correlated with status_max_archived_0_24_months and 1 other fields | High correlation |
num_arch_dc_0_12m is highly correlated with num_arch_dc_12_24m | High correlation |
sum_capital_paid_account_0_12m is highly correlated with sum_capital_paid_account_12_24m | High correlation |
avg_payment_span_0_12m is highly correlated with status_last_archived_0_24m and 5 other fields | High correlation |
avg_payment_span_0_3m is highly correlated with status_last_archived_0_24m and 3 other fields | High correlation |
account_days_in_rem_12_24m is highly correlated with account_worst_status_12_24m | High correlation |
status_3rd_last_archived_0_24m is highly correlated with status_max_archived_0_24_months and 4 other fields | High correlation |
num_arch_written_off_12_24m is highly correlated with status_max_archived_0_24_months and 1 other fields | High correlation |
merchant_group is highly correlated with merchant_category | High correlation |
num_arch_dc_12_24m is highly correlated with num_arch_dc_0_12m | High correlation |
status_2nd_last_archived_0_24m is highly correlated with status_last_archived_0_24m and 7 other fields | High correlation |
num_unpaid_bills is highly correlated with num_active_inv and 1 other fields | High correlation |
account_days_in_term_12_24m is highly correlated with account_worst_status_12_24m | High correlation |
num_active_inv is highly correlated with num_arch_ok_0_12m and 3 other fields | High correlation |
sum_paid_inv_0_12m is highly correlated with num_arch_ok_0_12m and 4 other fields | High correlation |
num_arch_ok_12_24m is highly correlated with num_arch_ok_0_12m and 2 other fields | High correlation |
recovery_debt is highly correlated with worst_status_active_inv and 2 other fields | High correlation |
account_worst_status_0_3m is highly correlated with account_worst_status_3_6m and 1 other fields | High correlation |
merchant_category is highly correlated with merchant_group | High correlation |
account_days_in_dc_12_24m is highly correlated with account_worst_status_12_24m | High correlation |
sum_capital_paid_account_12_24m is highly correlated with sum_capital_paid_account_0_12m | High correlation |
status_max_archived_0_6_months is highly correlated with status_last_archived_0_24m and 6 other fields | High correlation |
has_paid is highly correlated with status_last_archived_0_24m and 4 other fields | High correlation |
status_last_archived_0_24m is highly correlated with status_max_archived_0_24_months and 3 other fields | High correlation |
status_max_archived_0_24_months is highly correlated with status_last_archived_0_24m and 6 other fields | High correlation |
status_max_archived_0_12_months is highly correlated with status_last_archived_0_24m and 5 other fields | High correlation |
num_arch_written_off_0_12m is highly correlated with status_max_archived_0_24_months and 2 other fields | High correlation |
status_3rd_last_archived_0_24m is highly correlated with status_max_archived_0_12_months and 2 other fields | High correlation |
num_arch_written_off_12_24m is highly correlated with status_max_archived_0_24_months | High correlation |
merchant_group is highly correlated with merchant_category | High correlation |
status_2nd_last_archived_0_24m is highly correlated with status_max_archived_0_24_months and 1 other fields | High correlation |
merchant_category is highly correlated with merchant_group | High correlation |
status_max_archived_0_6_months is highly correlated with status_last_archived_0_24m and 3 other fields | High correlation |
has_paid is highly correlated with status_last_archived_0_24m and 5 other fields | High correlation |
account_days_in_dc_12_24m has 8540 (11.9%) missing values | Missing |
account_days_in_rem_12_24m has 8540 (11.9%) missing values | Missing |
account_days_in_term_12_24m has 8540 (11.9%) missing values | Missing |
account_incoming_debt_vs_paid_0_24m has 42629 (59.2%) missing values | Missing |
account_status has 39100 (54.3%) missing values | Missing |
account_worst_status_0_3m has 39100 (54.3%) missing values | Missing |
account_worst_status_12_24m has 48018 (66.7%) missing values | Missing |
account_worst_status_3_6m has 41500 (57.7%) missing values | Missing |
account_worst_status_6_12m has 43415 (60.3%) missing values | Missing |
avg_payment_span_0_12m has 17086 (23.7%) missing values | Missing |
avg_payment_span_0_3m has 35356 (49.1%) missing values | Missing |
num_active_div_by_paid_inv_0_12m has 16438 (22.8%) missing values | Missing |
num_arch_written_off_0_12m has 12957 (18.0%) missing values | Missing |
num_arch_written_off_12_24m has 12957 (18.0%) missing values | Missing |
worst_status_active_inv has 49970 (69.4%) missing values | Missing |
account_days_in_dc_12_24m is highly skewed (γ1 = 37.44849558) | Skewed |
account_incoming_debt_vs_paid_0_24m is highly skewed (γ1 = 111.6008925) | Skewed |
recovery_debt is highly skewed (γ1 = 51.15070937) | Skewed |
row_id is uniformly distributed | Uniform |
uuid is uniformly distributed | Uniform |
row_id has unique values | Unique |
uuid has unique values | Unique |
account_amount_added_12_24m has 51292 (71.3%) zeros | Zeros |
account_days_in_dc_12_24m has 63242 (87.9%) zeros | Zeros |
account_days_in_rem_12_24m has 56481 (78.5%) zeros | Zeros |
account_days_in_term_12_24m has 62547 (86.9%) zeros | Zeros |
account_incoming_debt_vs_paid_0_24m has 9460 (13.1%) zeros | Zeros |
max_paid_inv_0_12m has 15535 (21.6%) zeros | Zeros |
max_paid_inv_0_24m has 12626 (17.5%) zeros | Zeros |
num_active_div_by_paid_inv_0_12m has 35071 (48.7%) zeros | Zeros |
num_active_inv has 49970 (69.4%) zeros | Zeros |
num_arch_dc_0_12m has 68934 (95.8%) zeros | Zeros |
num_arch_dc_12_24m has 69104 (96.0%) zeros | Zeros |
num_arch_ok_0_12m has 19662 (27.3%) zeros | Zeros |
num_arch_ok_12_24m has 27188 (37.8%) zeros | Zeros |
num_arch_rem_0_12m has 55234 (76.7%) zeros | Zeros |
num_unpaid_bills has 37379 (51.9%) zeros | Zeros |
recovery_debt has 71821 (99.8%) zeros | Zeros |
sum_capital_paid_account_0_12m has 47492 (66.0%) zeros | Zeros |
sum_capital_paid_account_12_24m has 53768 (74.7%) zeros | Zeros |
sum_paid_inv_0_12m has 15535 (21.6%) zeros | Zeros |
Reproduction
| Analysis started | 2021-05-19 03:27:57.785528 |
|---|---|
| Analysis finished | 2021-05-19 03:29:40.449306 |
| Duration | 1 minute and 42.66 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
account_amount_added_12_24m
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 17948 |
|---|---|
| Distinct (%) | 24.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12270.56421 |
| Minimum | 0 |
|---|---|
| Maximum | 1128775 |
| Zeros | 51292 |
| Zeros (%) | 71.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 5063 |
| 95-th percentile | 73077.8 |
| Maximum | 1128775 |
| Range | 1128775 |
| Interquartile range (IQR) | 5063 |
Descriptive statistics
| Standard deviation | 35343.59459 |
|---|---|
| Coefficient of variation (CV) | 2.880356109 |
| Kurtosis | 89.10906279 |
| Mean | 12270.56421 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.654912253 |
| Sum | 883235212 |
| Variance | 1249169679 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 51292 | |
| 30 | 26 | < 0.1% |
| 50 | 22 | < 0.1% |
| 60 | 17 | < 0.1% |
| 90 | 17 | < 0.1% |
| 100 | 16 | < 0.1% |
| 80 | 9 | < 0.1% |
| 40 | 6 | < 0.1% |
| 20 | 5 | < 0.1% |
| 2930 | 5 | < 0.1% |
| Other values (17938) | 20565 |
| Value | Count | Frequency (%) |
| 0 | 51292 | |
| 1 | 1 | < 0.1% |
| 11 | 5 | < 0.1% |
| 13 | 2 | < 0.1% |
| 14 | 3 | < 0.1% |
| 16 | 1 | < 0.1% |
| 17 | 5 | < 0.1% |
| 18 | 1 | < 0.1% |
| 20 | 5 | < 0.1% |
| 23 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1128775 | 1 | |
| 1128654 | 1 | |
| 963598 | 1 | |
| 913805 | 1 | |
| 751971 | 1 | |
| 751900 | 1 | |
| 688603 | 1 | |
| 678019 | 1 | |
| 674930 | 1 | |
| 674824 | 1 |
| Distinct | 110 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 8540 |
| Missing (%) | 11.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2271752837 |
| Minimum | 0 |
|---|---|
| Maximum | 362 |
| Zeros | 63242 |
| Zeros (%) | 87.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 362 |
| Range | 362 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5.658144211 |
|---|---|
| Coefficient of variation (CV) | 24.90651323 |
| Kurtosis | 1746.878418 |
| Mean | 0.2271752837 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 37.44849558 |
| Sum | 14412 |
| Variance | 32.01459591 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 63242 | |
| 9 | 8 | < 0.1% |
| 7 | 7 | < 0.1% |
| 42 | 7 | < 0.1% |
| 56 | 7 | < 0.1% |
| 99 | 6 | < 0.1% |
| 28 | 6 | < 0.1% |
| 43 | 5 | < 0.1% |
| 67 | 5 | < 0.1% |
| 3 | 5 | < 0.1% |
| Other values (100) | 142 | 0.2% |
| (Missing) | 8540 | 11.9% |
| Value | Count | Frequency (%) |
| 0 | 63242 | |
| 1 | 1 | < 0.1% |
| 3 | 5 | < 0.1% |
| 4 | 1 | < 0.1% |
| 7 | 7 | < 0.1% |
| 9 | 8 | < 0.1% |
| 10 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 362 | 1 | |
| 350 | 2 | |
| 322 | 1 | |
| 316 | 1 | |
| 291 | 1 | |
| 276 | 1 | |
| 269 | 1 | |
| 258 | 1 | |
| 233 | 1 | |
| 229 | 1 |
account_days_in_rem_12_24m
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 267 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 8540 |
| Missing (%) | 11.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.058638083 |
| Minimum | 0 |
|---|---|
| Maximum | 365 |
| Zeros | 56481 |
| Zeros (%) | 78.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 31 |
| Maximum | 365 |
| Range | 365 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 22.9058832 |
|---|---|
| Coefficient of variation (CV) | 4.528073135 |
| Kurtosis | 75.8536605 |
| Mean | 5.058638083 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.503342181 |
| Sum | 320920 |
| Variance | 524.6794853 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 56481 | |
| 1 | 402 | 0.6% |
| 2 | 226 | 0.3% |
| 21 | 186 | 0.3% |
| 15 | 179 | 0.2% |
| 16 | 165 | 0.2% |
| 3 | 153 | 0.2% |
| 22 | 147 | 0.2% |
| 14 | 143 | 0.2% |
| 7 | 134 | 0.2% |
| Other values (257) | 5224 | 7.3% |
| (Missing) | 8540 | 11.9% |
| Value | Count | Frequency (%) |
| 0 | 56481 | |
| 1 | 402 | 0.6% |
| 2 | 226 | 0.3% |
| 3 | 153 | 0.2% |
| 4 | 125 | 0.2% |
| 5 | 65 | 0.1% |
| 6 | 96 | 0.1% |
| 7 | 134 | 0.2% |
| 8 | 110 | 0.2% |
| 9 | 101 | 0.1% |
| Value | Count | Frequency (%) |
| 365 | 34 | |
| 362 | 1 | < 0.1% |
| 358 | 1 | < 0.1% |
| 356 | 1 | < 0.1% |
| 354 | 2 | < 0.1% |
| 351 | 1 | < 0.1% |
| 346 | 1 | < 0.1% |
| 341 | 1 | < 0.1% |
| 337 | 1 | < 0.1% |
| 329 | 2 | < 0.1% |
| Distinct | 59 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 8540 |
| Missing (%) | 11.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2980769231 |
| Minimum | 0 |
|---|---|
| Maximum | 97 |
| Zeros | 62547 |
| Zeros (%) | 86.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 97 |
| Range | 97 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.992377664 |
|---|---|
| Coefficient of variation (CV) | 10.03894442 |
| Kurtosis | 185.3377797 |
| Mean | 0.2980769231 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.32230452 |
| Sum | 18910 |
| Variance | 8.954324081 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 62547 | |
| 34 | 212 | 0.3% |
| 7 | 39 | 0.1% |
| 2 | 37 | 0.1% |
| 1 | 32 | < 0.1% |
| 11 | 31 | < 0.1% |
| 15 | 30 | < 0.1% |
| 21 | 28 | < 0.1% |
| 23 | 27 | < 0.1% |
| 8 | 27 | < 0.1% |
| Other values (49) | 430 | 0.6% |
| (Missing) | 8540 | 11.9% |
| Value | Count | Frequency (%) |
| 0 | 62547 | |
| 1 | 32 | < 0.1% |
| 2 | 37 | 0.1% |
| 3 | 23 | < 0.1% |
| 4 | 18 | < 0.1% |
| 5 | 18 | < 0.1% |
| 6 | 16 | < 0.1% |
| 7 | 39 | 0.1% |
| 8 | 27 | < 0.1% |
| 9 | 18 | < 0.1% |
| Value | Count | Frequency (%) |
| 97 | 2 | |
| 91 | 1 | < 0.1% |
| 68 | 1 | < 0.1% |
| 67 | 1 | < 0.1% |
| 65 | 3 | |
| 64 | 1 | < 0.1% |
| 63 | 4 | |
| 60 | 1 | < 0.1% |
| 59 | 2 | |
| 54 | 4 |
| Distinct | 17632 |
|---|---|
| Distinct (%) | 60.1% |
| Missing | 42629 |
| Missing (%) | 59.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.302860834 |
| Minimum | 0 |
|---|---|
| Maximum | 3914 |
| Zeros | 9460 |
| Zeros (%) | 13.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.1497843515 |
| Q3 | 0.6593432561 |
| 95-th percentile | 2.811104884 |
| Maximum | 3914 |
| Range | 3914 |
| Interquartile range (IQR) | 0.6593432561 |
Descriptive statistics
| Standard deviation | 27.43863989 |
|---|---|
| Coefficient of variation (CV) | 21.0602999 |
| Kurtosis | 14719.3679 |
| Mean | 1.302860834 |
| Median Absolute Deviation (MAD) | 0.1497843515 |
| Skewness | 111.6008925 |
| Sum | 38240.26834 |
| Variance | 752.8789588 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9460 | 13.1% |
| 8.03442623 | 45 | 0.1% |
| 2.151462995 × 10-5 | 15 | < 0.1% |
| 0.004300732717 | 13 | < 0.1% |
| 0.0001136040897 | 12 | < 0.1% |
| 0.003650190114 | 12 | < 0.1% |
| 0.01112487991 | 10 | < 0.1% |
| 1.101746268 × 10-5 | 9 | < 0.1% |
| 0.03554533105 | 9 | < 0.1% |
| 3.168065896 × 10-5 | 9 | < 0.1% |
| Other values (17622) | 19757 | |
| (Missing) | 42629 |
| Value | Count | Frequency (%) |
| 0 | 9460 | |
| 3.788294926 × 10-6 | 3 | < 0.1% |
| 4.933934615 × 10-6 | 2 | < 0.1% |
| 6.034529578 × 10-6 | 1 | < 0.1% |
| 6.170173382 × 10-6 | 1 | < 0.1% |
| 6.584318786 × 10-6 | 1 | < 0.1% |
| 7.028048943 × 10-6 | 2 | < 0.1% |
| 7.389180762 × 10-6 | 1 | < 0.1% |
| 7.528249757 × 10-6 | 1 | < 0.1% |
| 7.603406326 × 10-6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3914 | 1 | |
| 1443.48 | 1 | |
| 1435.58 | 1 | |
| 1176.888889 | 1 | |
| 299.7321429 | 1 | |
| 294 | 1 | |
| 245.6086957 | 1 | |
| 238.5789474 | 1 | |
| 233.1166667 | 1 | |
| 201.6252772 | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 39100 |
| Missing (%) | 54.3% |
| Memory size | 3.4 MiB |
| 1.0 | |
|---|---|
| 2.0 | 1352 |
| 3.0 | 4 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 98640 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 31524 | |
| 2.0 | 1352 | 1.9% |
| 3.0 | 4 | < 0.1% |
| (Missing) | 39100 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 31524 | |
| 2.0 | 1352 | 4.1% |
| 3.0 | 4 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 32880 | |
| 0 | 32880 | |
| 1 | 31524 | |
| 2 | 1352 | 1.4% |
| 3 | 4 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 65760 | |
| Other Punctuation | 32880 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 32880 | |
| 1 | 31524 | |
| 2 | 1352 | 2.1% |
| 3 | 4 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 32880 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 98640 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 32880 | |
| 0 | 32880 | |
| 1 | 31524 | |
| 2 | 1352 | 1.4% |
| 3 | 4 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 98640 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 32880 | |
| 0 | 32880 | |
| 1 | 31524 | |
| 2 | 1352 | 1.4% |
| 3 | 4 | < 0.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 39100 |
| Missing (%) | 54.3% |
| Memory size | 3.4 MiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 3.0 | 325 |
| 4.0 | 70 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 98640 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 2.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 27682 | |
| 2.0 | 4803 | 6.7% |
| 3.0 | 325 | 0.5% |
| 4.0 | 70 | 0.1% |
| (Missing) | 39100 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 27682 | |
| 2.0 | 4803 | 14.6% |
| 3.0 | 325 | 1.0% |
| 4.0 | 70 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 32880 | |
| 0 | 32880 | |
| 1 | 27682 | |
| 2 | 4803 | 4.9% |
| 3 | 325 | 0.3% |
| 4 | 70 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 65760 | |
| Other Punctuation | 32880 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 32880 | |
| 1 | 27682 | |
| 2 | 4803 | 7.3% |
| 3 | 325 | 0.5% |
| 4 | 70 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 32880 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 98640 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 32880 | |
| 0 | 32880 | |
| 1 | 27682 | |
| 2 | 4803 | 4.9% |
| 3 | 325 | 0.3% |
| 4 | 70 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 98640 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 32880 | |
| 0 | 32880 | |
| 1 | 27682 | |
| 2 | 4803 | 4.9% |
| 3 | 325 | 0.3% |
| 4 | 70 | 0.1% |
account_worst_status_12_24m
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 48018 |
| Missing (%) | 66.7% |
| Memory size | 3.2 MiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 3.0 | 728 |
| 4.0 | 199 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 71886 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 2.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 16950 | 23.5% |
| 2.0 | 6085 | 8.5% |
| 3.0 | 728 | 1.0% |
| 4.0 | 199 | 0.3% |
| (Missing) | 48018 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 16950 | |
| 2.0 | 6085 | 25.4% |
| 3.0 | 728 | 3.0% |
| 4.0 | 199 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 23962 | |
| 0 | 23962 | |
| 1 | 16950 | |
| 2 | 6085 | 8.5% |
| 3 | 728 | 1.0% |
| 4 | 199 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 47924 | |
| Other Punctuation | 23962 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 23962 | |
| 1 | 16950 | |
| 2 | 6085 | 12.7% |
| 3 | 728 | 1.5% |
| 4 | 199 | 0.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 23962 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 71886 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 23962 | |
| 0 | 23962 | |
| 1 | 16950 | |
| 2 | 6085 | 8.5% |
| 3 | 728 | 1.0% |
| 4 | 199 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 71886 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 23962 | |
| 0 | 23962 | |
| 1 | 16950 | |
| 2 | 6085 | 8.5% |
| 3 | 728 | 1.0% |
| 4 | 199 | 0.3% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 41500 |
| Missing (%) | 57.7% |
| Memory size | 3.3 MiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 3.0 | 376 |
| 4.0 | 105 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 91440 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 25444 | |
| 2.0 | 4555 | 6.3% |
| 3.0 | 376 | 0.5% |
| 4.0 | 105 | 0.1% |
| (Missing) | 41500 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 25444 | |
| 2.0 | 4555 | 14.9% |
| 3.0 | 376 | 1.2% |
| 4.0 | 105 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 30480 | |
| 0 | 30480 | |
| 1 | 25444 | |
| 2 | 4555 | 5.0% |
| 3 | 376 | 0.4% |
| 4 | 105 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 60960 | |
| Other Punctuation | 30480 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 30480 | |
| 1 | 25444 | |
| 2 | 4555 | 7.5% |
| 3 | 376 | 0.6% |
| 4 | 105 | 0.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 30480 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 91440 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 30480 | |
| 0 | 30480 | |
| 1 | 25444 | |
| 2 | 4555 | 5.0% |
| 3 | 376 | 0.4% |
| 4 | 105 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 91440 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 30480 | |
| 0 | 30480 | |
| 1 | 25444 | |
| 2 | 4555 | 5.0% |
| 3 | 376 | 0.4% |
| 4 | 105 | 0.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 43415 |
| Missing (%) | 60.3% |
| Memory size | 3.3 MiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 3.0 | 508 |
| 4.0 | 158 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 85695 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 2.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 22129 | |
| 2.0 | 5770 | 8.0% |
| 3.0 | 508 | 0.7% |
| 4.0 | 158 | 0.2% |
| (Missing) | 43415 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 22129 | |
| 2.0 | 5770 | 20.2% |
| 3.0 | 508 | 1.8% |
| 4.0 | 158 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 28565 | |
| 0 | 28565 | |
| 1 | 22129 | |
| 2 | 5770 | 6.7% |
| 3 | 508 | 0.6% |
| 4 | 158 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 57130 | |
| Other Punctuation | 28565 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 28565 | |
| 1 | 22129 | |
| 2 | 5770 | 10.1% |
| 3 | 508 | 0.9% |
| 4 | 158 | 0.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 28565 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 85695 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 28565 | |
| 0 | 28565 | |
| 1 | 22129 | |
| 2 | 5770 | 6.7% |
| 3 | 508 | 0.6% |
| 4 | 158 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 85695 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 28565 | |
| 0 | 28565 | |
| 1 | 22129 | |
| 2 | 5770 | 6.7% |
| 3 | 508 | 0.6% |
| 4 | 158 | 0.2% |
age
Real number (ℝ≥0)
| Distinct | 76 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.99709642 |
| Minimum | 18 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 25 |
| median | 34 |
| Q3 | 45 |
| 95-th percentile | 60 |
| Maximum | 100 |
| Range | 82 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 12.97373151 |
|---|---|
| Coefficient of variation (CV) | 0.3604104997 |
| Kurtosis | -0.04685975442 |
| Mean | 35.99709642 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.689950009 |
| Sum | 2591071 |
| Variance | 168.3177092 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 2629 | 3.7% |
| 22 | 2502 | 3.5% |
| 21 | 2489 | 3.5% |
| 23 | 2356 | 3.3% |
| 20 | 2328 | 3.2% |
| 24 | 2190 | 3.0% |
| 25 | 2181 | 3.0% |
| 28 | 2174 | 3.0% |
| 30 | 2147 | 3.0% |
| 29 | 2140 | 3.0% |
| Other values (66) | 48844 |
| Value | Count | Frequency (%) |
| 18 | 2629 | |
| 19 | 1909 | |
| 20 | 2328 | |
| 21 | 2489 | |
| 22 | 2502 | |
| 23 | 2356 | |
| 24 | 2190 | |
| 25 | 2181 | |
| 26 | 2104 | |
| 27 | 2125 |
| Value | Count | Frequency (%) |
| 100 | 1 | < 0.1% |
| 95 | 1 | < 0.1% |
| 93 | 1 | < 0.1% |
| 91 | 1 | < 0.1% |
| 89 | 2 | < 0.1% |
| 88 | 4 | < 0.1% |
| 87 | 4 | < 0.1% |
| 86 | 12 | |
| 85 | 9 | |
| 84 | 8 |
avg_payment_span_0_12m
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 6823 |
|---|---|
| Distinct (%) | 12.4% |
| Missing | 17086 |
| Missing (%) | 23.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.95736194 |
| Minimum | 0 |
|---|---|
| Maximum | 260 |
| Zeros | 364 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5.074306122 |
| Q1 | 10.8 |
| median | 14.875 |
| Q3 | 21 |
| 95-th percentile | 41 |
| Maximum | 260 |
| Range | 260 |
| Interquartile range (IQR) | 10.2 |
Descriptive statistics
| Standard deviation | 12.78122679 |
|---|---|
| Coefficient of variation (CV) | 0.7117541444 |
| Kurtosis | 21.70483658 |
| Mean | 17.95736194 |
| Median Absolute Deviation (MAD) | 4.875 |
| Skewness | 3.270446315 |
| Sum | 985751.4265 |
| Variance | 163.3597581 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 1521 | 2.1% |
| 13 | 1328 | 1.8% |
| 12 | 892 | 1.2% |
| 15 | 887 | 1.2% |
| 16 | 842 | 1.2% |
| 11 | 777 | 1.1% |
| 10 | 759 | 1.1% |
| 9 | 692 | 1.0% |
| 17 | 682 | 0.9% |
| 7 | 633 | 0.9% |
| Other values (6813) | 45881 | |
| (Missing) | 17086 | 23.7% |
| Value | Count | Frequency (%) |
| 0 | 364 | |
| 0.1666666667 | 2 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| 0.2222222222 | 1 | < 0.1% |
| 0.25 | 3 | < 0.1% |
| 0.3333333333 | 9 | < 0.1% |
| 0.375 | 1 | < 0.1% |
| 0.5 | 31 | < 0.1% |
| 0.5161290323 | 2 | < 0.1% |
| 0.5517241379 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 260 | 1 | |
| 224 | 1 | |
| 204 | 1 | |
| 187 | 1 | |
| 184 | 1 | |
| 182 | 1 | |
| 174 | 1 | |
| 169 | 1 | |
| 167 | 1 | |
| 166 | 1 |
avg_payment_span_0_3m
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 1981 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 35356 |
| Missing (%) | 49.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.96032523 |
| Minimum | 0 |
|---|---|
| Maximum | 84 |
| Zeros | 584 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 8.469607843 |
| median | 13 |
| Q3 | 18.2 |
| 95-th percentile | 36 |
| Maximum | 84 |
| Range | 84 |
| Interquartile range (IQR) | 9.730392157 |
Descriptive statistics
| Standard deviation | 10.21566225 |
|---|---|
| Coefficient of variation (CV) | 0.6828502786 |
| Kurtosis | 4.692599538 |
| Mean | 14.96032523 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.762772749 |
| Sum | 547906.9513 |
| Variance | 104.3597552 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 2013 | 2.8% |
| 13 | 1666 | 2.3% |
| 12 | 954 | 1.3% |
| 16 | 954 | 1.3% |
| 7 | 949 | 1.3% |
| 6 | 945 | 1.3% |
| 15 | 911 | 1.3% |
| 10 | 892 | 1.2% |
| 11 | 888 | 1.2% |
| 9 | 823 | 1.1% |
| Other values (1971) | 25629 | |
| (Missing) | 35356 |
| Value | Count | Frequency (%) |
| 0 | 584 | |
| 0.1666666667 | 2 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| 0.25 | 2 | < 0.1% |
| 0.2857142857 | 1 | < 0.1% |
| 0.3333333333 | 8 | < 0.1% |
| 0.3636363636 | 1 | < 0.1% |
| 0.3888888889 | 1 | < 0.1% |
| 0.4 | 1 | < 0.1% |
| 0.4117647059 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 84 | 4 | |
| 83 | 4 | |
| 81 | 1 | < 0.1% |
| 80 | 2 | < 0.1% |
| 78 | 2 | < 0.1% |
| 77.5 | 1 | < 0.1% |
| 77 | 3 | |
| 76 | 5 | |
| 75 | 5 | |
| 74 | 3 |
default
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.1 MiB |
| 0.0 | |
|---|---|
| 1.0 | 1030 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 215940 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 70950 | |
| 1.0 | 1030 | 1.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 70950 | |
| 1.0 | 1030 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 142930 | |
| . | 71980 | |
| 1 | 1030 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 143960 | |
| Other Punctuation | 71980 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 142930 | |
| 1 | 1030 | 0.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 71980 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 215940 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 142930 | |
| . | 71980 | |
| 1 | 1030 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 215940 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 142930 | |
| . | 71980 | |
| 1 | 1030 | 0.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 70.4 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 61327 | |
| False | 10653 | 14.8% |
max_paid_inv_0_12m
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 10969 |
|---|---|
| Distinct (%) | 15.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9253.319533 |
| Minimum | 0 |
|---|---|
| Maximum | 279000 |
| Zeros | 15535 |
| Zeros (%) | 21.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2075 |
| median | 6070 |
| Q3 | 11390 |
| 95-th percentile | 29500 |
| Maximum | 279000 |
| Range | 279000 |
| Interquartile range (IQR) | 9315 |
Descriptive statistics
| Standard deviation | 13607.10088 |
|---|---|
| Coefficient of variation (CV) | 1.470510214 |
| Kurtosis | 55.60228917 |
| Mean | 9253.319533 |
| Median Absolute Deviation (MAD) | 4780 |
| Skewness | 5.638095311 |
| Sum | 666053940 |
| Variance | 185153194.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 15535 | 21.6% |
| 5290 | 306 | 0.4% |
| 895 | 289 | 0.4% |
| 4290 | 264 | 0.4% |
| 5000 | 202 | 0.3% |
| 6790 | 202 | 0.3% |
| 4790 | 197 | 0.3% |
| 3290 | 197 | 0.3% |
| 2290 | 186 | 0.3% |
| 6290 | 174 | 0.2% |
| Other values (10959) | 54428 |
| Value | Count | Frequency (%) |
| 0 | 15535 | |
| 90 | 1 | < 0.1% |
| 175 | 1 | < 0.1% |
| 210 | 1 | < 0.1% |
| 270 | 2 | < 0.1% |
| 290 | 1 | < 0.1% |
| 295 | 2 | < 0.1% |
| 300 | 3 | < 0.1% |
| 320 | 1 | < 0.1% |
| 360 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 279000 | 1 | < 0.1% |
| 270295 | 1 | < 0.1% |
| 264300 | 2 | < 0.1% |
| 260395 | 1 | < 0.1% |
| 245110 | 2 | < 0.1% |
| 235790 | 2 | < 0.1% |
| 233890 | 5 | |
| 230545 | 1 | < 0.1% |
| 229850 | 1 | < 0.1% |
| 219600 | 2 | < 0.1% |
max_paid_inv_0_24m
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 11389 |
|---|---|
| Distinct (%) | 15.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11276.92827 |
| Minimum | 0 |
|---|---|
| Maximum | 279000 |
| Zeros | 12626 |
| Zeros (%) | 17.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3374.5 |
| median | 7590 |
| Q3 | 13865 |
| 95-th percentile | 34500 |
| Maximum | 279000 |
| Range | 279000 |
| Interquartile range (IQR) | 10490.5 |
Descriptive statistics
| Standard deviation | 15312.45653 |
|---|---|
| Coefficient of variation (CV) | 1.357857048 |
| Kurtosis | 43.57179086 |
| Mean | 11276.92827 |
| Median Absolute Deviation (MAD) | 5020 |
| Skewness | 5.057089714 |
| Sum | 811713297 |
| Variance | 234471325 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12626 | 17.5% |
| 5290 | 305 | 0.4% |
| 4290 | 201 | 0.3% |
| 3290 | 183 | 0.3% |
| 6290 | 180 | 0.3% |
| 5000 | 178 | 0.2% |
| 9290 | 176 | 0.2% |
| 6790 | 173 | 0.2% |
| 895 | 167 | 0.2% |
| 4790 | 158 | 0.2% |
| Other values (11379) | 57633 |
| Value | Count | Frequency (%) |
| 0 | 12626 | |
| 90 | 1 | < 0.1% |
| 210 | 1 | < 0.1% |
| 270 | 1 | < 0.1% |
| 295 | 2 | < 0.1% |
| 300 | 3 | < 0.1% |
| 320 | 1 | < 0.1% |
| 370 | 1 | < 0.1% |
| 380 | 1 | < 0.1% |
| 390 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 279000 | 1 | < 0.1% |
| 270295 | 1 | < 0.1% |
| 264300 | 2 | < 0.1% |
| 260395 | 1 | < 0.1% |
| 245110 | 2 | < 0.1% |
| 235790 | 2 | < 0.1% |
| 234995 | 1 | < 0.1% |
| 233890 | 5 | |
| 230545 | 5 | |
| 229850 | 1 | < 0.1% |
| Distinct | 56 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.5 MiB |
| Diversified entertainment | |
|---|---|
| Youthful Shoes & Clothing | |
| Books & Magazines | |
| General Shoes & Clothing | |
| Concept stores & Miscellaneous | |
| Other values (51) |
Length
| Max length | 55 |
|---|---|
| Median length | 25 |
| Mean length | 23.57557655 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1696970 |
|---|---|
| Distinct characters | 55 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Diversified entertainment |
|---|---|
| 2nd row | Youthful Shoes & Clothing |
| 3rd row | Diversified entertainment |
| 4th row | Diversified entertainment |
| 5th row | Sports gear & Outdoor |
Common Values
| Value | Count | Frequency (%) |
| Diversified entertainment | 27852 | |
| Youthful Shoes & Clothing | 8335 | 11.6% |
| Books & Magazines | 6733 | 9.4% |
| General Shoes & Clothing | 3359 | 4.7% |
| Concept stores & Miscellaneous | 3135 | 4.4% |
| Sports gear & Outdoor | 2666 | 3.7% |
| Dietary supplements | 2219 | 3.1% |
| Diversified children products | 2171 | 3.0% |
| Diversified electronics | 1325 | 1.8% |
| Prints & Photos | 1200 | 1.7% |
| Other values (46) | 12985 |
Length
| Value | Count | Frequency (%) |
| diversified | 32936 | |
| 32709 | ||
| entertainment | 27852 | |
| clothing | 11976 | 5.8% |
| shoes | 11918 | 5.8% |
| youthful | 8335 | 4.1% |
| books | 6733 | 3.3% |
| magazines | 6733 | 3.3% |
| products | 4666 | 2.3% |
| children | 3713 | 1.8% |
| Other values (89) | 57403 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 230995 | |
| i | 172360 | 10.2% |
| t | 145418 | 8.6% |
| 132994 | 7.8% | |
| n | 126983 | 7.5% |
| r | 104344 | 6.1% |
| s | 104043 | 6.1% |
| o | 85781 | 5.1% |
| a | 65323 | 3.8% |
| d | 47736 | 2.8% |
| Other values (45) | 480993 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1410397 | |
| Space Separator | 132994 | 7.8% |
| Uppercase Letter | 120644 | 7.1% |
| Other Punctuation | 32789 | 1.9% |
| Open Punctuation | 73 | < 0.1% |
| Close Punctuation | 73 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 230995 | |
| i | 172360 | |
| t | 145418 | |
| n | 126983 | |
| r | 104344 | 7.4% |
| s | 104043 | 7.4% |
| o | 85781 | 6.1% |
| a | 65323 | 4.6% |
| d | 47736 | 3.4% |
| l | 45826 | 3.2% |
| Other values (15) | 281588 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 36311 | |
| C | 19056 | |
| S | 14665 | |
| M | 10094 | 8.4% |
| B | 8442 | 7.0% |
| Y | 8335 | 6.9% |
| P | 5245 | 4.3% |
| G | 4358 | 3.6% |
| H | 2775 | 2.3% |
| O | 2675 | 2.2% |
| Other values (13) | 8688 | 7.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 32709 | |
| / | 64 | 0.2% |
| . | 9 | < 0.1% |
| , | 7 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 132994 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 73 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 73 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1531041 | |
| Common | 165929 | 9.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 230995 | |
| i | 172360 | |
| t | 145418 | 9.5% |
| n | 126983 | 8.3% |
| r | 104344 | 6.8% |
| s | 104043 | 6.8% |
| o | 85781 | 5.6% |
| a | 65323 | 4.3% |
| d | 47736 | 3.1% |
| l | 45826 | 3.0% |
| Other values (38) | 402232 |
Common
| Value | Count | Frequency (%) |
| 132994 | ||
| & | 32709 | 19.7% |
| ( | 73 | < 0.1% |
| ) | 73 | < 0.1% |
| / | 64 | < 0.1% |
| . | 9 | < 0.1% |
| , | 7 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1696970 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 230995 | |
| i | 172360 | 10.2% |
| t | 145418 | 8.6% |
| 132994 | 7.8% | |
| n | 126983 | 7.5% |
| r | 104344 | 6.1% |
| s | 104043 | 6.1% |
| o | 85781 | 5.1% |
| a | 65323 | 3.8% |
| d | 47736 | 2.8% |
| Other values (45) | 480993 |
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 MiB |
| Entertainment | |
|---|---|
| Clothing & Shoes | |
| Leisure, Sport & Hobby | |
| Health & Beauty | |
| Children Products | |
| Other values (7) |
Length
| Max length | 22 |
|---|---|
| Median length | 13 |
| Mean length | 15.01772715 |
| Min length | 11 |
Characters and Unicode
| Total characters | 1080976 |
|---|---|
| Distinct characters | 36 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Entertainment |
|---|---|
| 2nd row | Clothing & Shoes |
| 3rd row | Entertainment |
| 4th row | Entertainment |
| 5th row | Leisure, Sport & Hobby |
Common Values
| Value | Count | Frequency (%) |
| Entertainment | 35151 | |
| Clothing & Shoes | 11979 | 16.6% |
| Leisure, Sport & Hobby | 7895 | 11.0% |
| Health & Beauty | 5302 | 7.4% |
| Children Products | 3713 | 5.2% |
| Home & Garden | 2701 | 3.8% |
| Electronics | 2182 | 3.0% |
| Intangible products | 813 | 1.1% |
| Jewelry & Accessories | 757 | 1.1% |
| Automotive Products | 676 | 0.9% |
| Other values (2) | 811 | 1.1% |
Length
| Value | Count | Frequency (%) |
| entertainment | 35151 | |
| 28905 | ||
| clothing | 11979 | 8.4% |
| shoes | 11979 | 8.4% |
| sport | 7895 | 5.5% |
| leisure | 7895 | 5.5% |
| hobby | 7895 | 5.5% |
| beauty | 5302 | 3.7% |
| health | 5302 | 3.7% |
| products | 5202 | 3.6% |
| Other values (12) | 15922 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 146560 | |
| n | 127654 | |
| e | 125842 | |
| 71447 | 6.6% | |
| r | 67604 | 6.3% |
| i | 64246 | 5.9% |
| o | 53024 | 4.9% |
| a | 50620 | 4.7% |
| m | 38528 | 3.6% |
| E | 37873 | 3.5% |
| Other values (26) | 297578 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 859020 | |
| Uppercase Letter | 113709 | 10.5% |
| Space Separator | 71447 | 6.6% |
| Other Punctuation | 36800 | 3.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 146560 | |
| n | 127654 | |
| e | 125842 | |
| r | 67604 | |
| i | 64246 | |
| o | 53024 | 6.2% |
| a | 50620 | 5.9% |
| m | 38528 | 4.5% |
| h | 32973 | 3.8% |
| s | 30069 | 3.5% |
| Other values (10) | 121900 |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 37873 | |
| S | 19874 | |
| H | 15898 | |
| C | 15692 | |
| L | 7895 | 6.9% |
| B | 5573 | 4.9% |
| P | 4389 | 3.9% |
| G | 2701 | 2.4% |
| A | 1433 | 1.3% |
| I | 813 | 0.7% |
| Other values (3) | 1568 | 1.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 28905 | |
| , | 7895 | 21.5% |
Space Separator
| Value | Count | Frequency (%) |
| 71447 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 972729 | |
| Common | 108247 | 10.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 146560 | |
| n | 127654 | |
| e | 125842 | |
| r | 67604 | 6.9% |
| i | 64246 | 6.6% |
| o | 53024 | 5.5% |
| a | 50620 | 5.2% |
| m | 38528 | 4.0% |
| E | 37873 | 3.9% |
| h | 32973 | 3.4% |
| Other values (23) | 227805 |
Common
| Value | Count | Frequency (%) |
| 71447 | ||
| & | 28905 | |
| , | 7895 | 7.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1080976 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 146560 | |
| n | 127654 | |
| e | 125842 | |
| 71447 | 6.6% | |
| r | 67604 | 6.3% |
| i | 64246 | 5.9% |
| o | 53024 | 4.9% |
| a | 50620 | 4.7% |
| m | 38528 | 3.6% |
| E | 37873 | 3.5% |
| Other values (26) | 297578 |
name_in_email
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 MiB |
| F+L | |
|---|---|
| no_match | |
| L1+F | |
| F | |
| Nick | |
| Other values (3) |
Length
| Max length | 8 |
|---|---|
| Median length | 3 |
| Mean length | 3.940733537 |
| Min length | 1 |
Characters and Unicode
| Total characters | 283654 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | L1+F |
|---|---|
| 2nd row | F1+L |
| 3rd row | no_match |
| 4th row | F+L |
| 5th row | no_match |
Common Values
| Value | Count | Frequency (%) |
| F+L | 29092 | |
| no_match | 12149 | |
| L1+F | 11553 | 16.1% |
| F | 7012 | 9.7% |
| Nick | 5968 | 8.3% |
| F1+L | 5255 | 7.3% |
| L | 934 | 1.3% |
| Initials | 17 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| f+l | 29092 | |
| no_match | 12149 | |
| l1+f | 11553 | 16.1% |
| f | 7012 | 9.7% |
| nick | 5968 | 8.3% |
| f1+l | 5255 | 7.3% |
| l | 934 | 1.3% |
| initials | 17 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| F | 52912 | |
| L | 46834 | |
| + | 45900 | |
| c | 18117 | 6.4% |
| 1 | 16808 | 5.9% |
| n | 12166 | 4.3% |
| a | 12166 | 4.3% |
| t | 12166 | 4.3% |
| o | 12149 | 4.3% |
| _ | 12149 | 4.3% |
| Other values (8) | 42287 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 105731 | |
| Lowercase Letter | 103066 | |
| Math Symbol | 45900 | |
| Decimal Number | 16808 | 5.9% |
| Connector Punctuation | 12149 | 4.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| c | 18117 | |
| n | 12166 | |
| a | 12166 | |
| t | 12166 | |
| o | 12149 | |
| m | 12149 | |
| h | 12149 | |
| i | 6002 | 5.8% |
| k | 5968 | 5.8% |
| l | 17 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 52912 | |
| L | 46834 | |
| N | 5968 | 5.6% |
| I | 17 | < 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 16808 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 45900 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 12149 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 208797 | |
| Common | 74857 | 26.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| F | 52912 | |
| L | 46834 | |
| c | 18117 | 8.7% |
| n | 12166 | 5.8% |
| a | 12166 | 5.8% |
| t | 12166 | 5.8% |
| o | 12149 | 5.8% |
| m | 12149 | 5.8% |
| h | 12149 | 5.8% |
| i | 6002 | 2.9% |
| Other values (5) | 11987 | 5.7% |
Common
| Value | Count | Frequency (%) |
| + | 45900 | |
| 1 | 16808 | 22.5% |
| _ | 12149 | 16.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 283654 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| F | 52912 | |
| L | 46834 | |
| + | 45900 | |
| c | 18117 | 6.4% |
| 1 | 16808 | 5.9% |
| n | 12166 | 4.3% |
| a | 12166 | 4.3% |
| t | 12166 | 4.3% |
| o | 12149 | 4.3% |
| _ | 12149 | 4.3% |
| Other values (8) | 42287 |
| Distinct | 757 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 16438 |
| Missing (%) | 22.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1145715226 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 35071 |
| Zeros (%) | 48.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.1 |
| 95-th percentile | 0.5 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 0.1 |
Descriptive statistics
| Standard deviation | 0.2937883913 |
|---|---|
| Coefficient of variation (CV) | 2.564235726 |
| Kurtosis | 89.17913151 |
| Mean | 0.1145715226 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.552729123 |
| Sum | 6363.531506 |
| Variance | 0.08631161886 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35071 | |
| 1 | 1746 | 2.4% |
| 0.5 | 1605 | 2.2% |
| 0.3333333333 | 1405 | 2.0% |
| 0.25 | 1188 | 1.7% |
| 0.2 | 1084 | 1.5% |
| 0.1666666667 | 925 | 1.3% |
| 0.1428571429 | 790 | 1.1% |
| 0.125 | 655 | 0.9% |
| 0.1111111111 | 607 | 0.8% |
| Other values (747) | 10466 | 14.5% |
| (Missing) | 16438 |
| Value | Count | Frequency (%) |
| 0 | 35071 | |
| 0.006666666667 | 1 | < 0.1% |
| 0.007142857143 | 1 | < 0.1% |
| 0.007299270073 | 2 | < 0.1% |
| 0.007518796992 | 1 | < 0.1% |
| 0.007936507937 | 4 | < 0.1% |
| 0.008474576271 | 1 | < 0.1% |
| 0.008547008547 | 1 | < 0.1% |
| 0.009174311927 | 3 | < 0.1% |
| 0.009259259259 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 3 | < 0.1% |
| 5 | 8 | < 0.1% |
| 4.5 | 1 | < 0.1% |
| 4 | 9 | < 0.1% |
| 3.5 | 2 | < 0.1% |
| 3 | 53 | |
| 2.5 | 6 | < 0.1% |
num_active_inv
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 36 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5955959989 |
| Minimum | 0 |
|---|---|
| Maximum | 38 |
| Zeros | 49970 |
| Zeros (%) | 69.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 38 |
| Range | 38 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.510762935 |
|---|---|
| Coefficient of variation (CV) | 2.536556554 |
| Kurtosis | 101.1680825 |
| Mean | 0.5955959989 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.632149593 |
| Sum | 42871 |
| Variance | 2.282404645 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49970 | |
| 1 | 13351 | 18.5% |
| 2 | 4566 | 6.3% |
| 3 | 1840 | 2.6% |
| 4 | 864 | 1.2% |
| 5 | 462 | 0.6% |
| 6 | 274 | 0.4% |
| 7 | 155 | 0.2% |
| 8 | 115 | 0.2% |
| 9 | 80 | 0.1% |
| Other values (26) | 303 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 49970 | |
| 1 | 13351 | 18.5% |
| 2 | 4566 | 6.3% |
| 3 | 1840 | 2.6% |
| 4 | 864 | 1.2% |
| 5 | 462 | 0.6% |
| 6 | 274 | 0.4% |
| 7 | 155 | 0.2% |
| 8 | 115 | 0.2% |
| 9 | 80 | 0.1% |
| Value | Count | Frequency (%) |
| 38 | 1 | < 0.1% |
| 37 | 2 | < 0.1% |
| 35 | 1 | < 0.1% |
| 33 | 3 | < 0.1% |
| 31 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 29 | 2 | < 0.1% |
| 28 | 4 | |
| 27 | 5 | |
| 26 | 9 |
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0614059461 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 68934 |
| Zeros (%) | 95.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3744909662 |
|---|---|
| Coefficient of variation (CV) | 6.098610803 |
| Kurtosis | 261.3837717 |
| Mean | 0.0614059461 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.32458835 |
| Sum | 4420 |
| Variance | 0.1402434838 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 68934 | |
| 1 | 2292 | 3.2% |
| 2 | 483 | 0.7% |
| 3 | 141 | 0.2% |
| 4 | 53 | 0.1% |
| 6 | 28 | < 0.1% |
| 5 | 22 | < 0.1% |
| 7 | 11 | < 0.1% |
| 10 | 4 | < 0.1% |
| 13 | 4 | < 0.1% |
| Other values (4) | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 68934 | |
| 1 | 2292 | 3.2% |
| 2 | 483 | 0.7% |
| 3 | 141 | 0.2% |
| 4 | 53 | 0.1% |
| 5 | 22 | < 0.1% |
| 6 | 28 | < 0.1% |
| 7 | 11 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 16 | 1 | < 0.1% |
| 13 | 4 | < 0.1% |
| 11 | 2 | < 0.1% |
| 10 | 4 | < 0.1% |
| 9 | 2 | < 0.1% |
| 8 | 3 | < 0.1% |
| 7 | 11 | < 0.1% |
| 6 | 28 | |
| 5 | 22 | |
| 4 | 53 |
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05990552931 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 69104 |
| Zeros (%) | 96.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3714570587 |
|---|---|
| Coefficient of variation (CV) | 6.200714074 |
| Kurtosis | 193.7285193 |
| Mean | 0.05990552931 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.15982659 |
| Sum | 4312 |
| Variance | 0.1379803465 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 69104 | |
| 1 | 2092 | 2.9% |
| 2 | 488 | 0.7% |
| 3 | 141 | 0.2% |
| 4 | 75 | 0.1% |
| 5 | 35 | < 0.1% |
| 7 | 16 | < 0.1% |
| 6 | 13 | < 0.1% |
| 10 | 6 | < 0.1% |
| 8 | 4 | < 0.1% |
| Other values (3) | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 69104 | |
| 1 | 2092 | 2.9% |
| 2 | 488 | 0.7% |
| 3 | 141 | 0.2% |
| 4 | 75 | 0.1% |
| 5 | 35 | < 0.1% |
| 6 | 13 | < 0.1% |
| 7 | 16 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 13 | 1 | < 0.1% |
| 11 | 3 | < 0.1% |
| 10 | 6 | < 0.1% |
| 9 | 2 | < 0.1% |
| 8 | 4 | < 0.1% |
| 7 | 16 | < 0.1% |
| 6 | 13 | < 0.1% |
| 5 | 35 | < 0.1% |
| 4 | 75 | |
| 3 | 141 |
num_arch_ok_0_12m
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 193 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.306335093 |
| Minimum | 0 |
|---|---|
| Maximum | 248 |
| Zeros | 19662 |
| Zeros (%) | 27.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 7 |
| 95-th percentile | 31 |
| Maximum | 248 |
| Range | 248 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 15.93694826 |
|---|---|
| Coefficient of variation (CV) | 2.181250662 |
| Kurtosis | 43.83347953 |
| Mean | 7.306335093 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 5.596989712 |
| Sum | 525910 |
| Variance | 253.9863198 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 19662 | |
| 1 | 10048 | |
| 2 | 7139 | 9.9% |
| 3 | 5340 | 7.4% |
| 4 | 4168 | 5.8% |
| 5 | 3408 | 4.7% |
| 6 | 2783 | 3.9% |
| 7 | 2225 | 3.1% |
| 8 | 1813 | 2.5% |
| 9 | 1587 | 2.2% |
| Other values (183) | 13807 |
| Value | Count | Frequency (%) |
| 0 | 19662 | |
| 1 | 10048 | |
| 2 | 7139 | 9.9% |
| 3 | 5340 | 7.4% |
| 4 | 4168 | 5.8% |
| 5 | 3408 | 4.7% |
| 6 | 2783 | 3.9% |
| 7 | 2225 | 3.1% |
| 8 | 1813 | 2.5% |
| 9 | 1587 | 2.2% |
| Value | Count | Frequency (%) |
| 248 | 1 | < 0.1% |
| 247 | 1 | < 0.1% |
| 231 | 1 | < 0.1% |
| 225 | 4 | |
| 224 | 1 | < 0.1% |
| 223 | 4 | |
| 222 | 4 | |
| 221 | 2 | |
| 220 | 4 | |
| 219 | 3 |
num_arch_ok_12_24m
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 194 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.373978883 |
| Minimum | 0 |
|---|---|
| Maximum | 313 |
| Zeros | 27188 |
| Zeros (%) | 37.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 6 |
| 95-th percentile | 28 |
| Maximum | 313 |
| Range | 313 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 15.26527626 |
|---|---|
| Coefficient of variation (CV) | 2.394936748 |
| Kurtosis | 81.48912307 |
| Mean | 6.373978883 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 7.073678481 |
| Sum | 458799 |
| Variance | 233.0286592 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27188 | |
| 1 | 8005 | 11.1% |
| 2 | 5911 | 8.2% |
| 3 | 4563 | 6.3% |
| 4 | 3510 | 4.9% |
| 5 | 2963 | 4.1% |
| 6 | 2449 | 3.4% |
| 7 | 1986 | 2.8% |
| 8 | 1703 | 2.4% |
| 9 | 1379 | 1.9% |
| Other values (184) | 12323 |
| Value | Count | Frequency (%) |
| 0 | 27188 | |
| 1 | 8005 | 11.1% |
| 2 | 5911 | 8.2% |
| 3 | 4563 | 6.3% |
| 4 | 3510 | 4.9% |
| 5 | 2963 | 4.1% |
| 6 | 2449 | 3.4% |
| 7 | 1986 | 2.8% |
| 8 | 1703 | 2.4% |
| 9 | 1379 | 1.9% |
| Value | Count | Frequency (%) |
| 313 | 1 | < 0.1% |
| 304 | 1 | < 0.1% |
| 302 | 1 | < 0.1% |
| 301 | 1 | < 0.1% |
| 293 | 4 | |
| 292 | 2 | |
| 290 | 1 | < 0.1% |
| 288 | 1 | < 0.1% |
| 278 | 1 | < 0.1% |
| 277 | 2 |
num_arch_rem_0_12m
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4661433732 |
| Minimum | 0 |
|---|---|
| Maximum | 42 |
| Zeros | 55234 |
| Zeros (%) | 76.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 42 |
| Range | 42 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.337337993 |
|---|---|
| Coefficient of variation (CV) | 2.868941339 |
| Kurtosis | 133.1969629 |
| Mean | 0.4661433732 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.33316867 |
| Sum | 33553 |
| Variance | 1.788472907 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 55234 | |
| 1 | 9698 | 13.5% |
| 2 | 3484 | 4.8% |
| 3 | 1623 | 2.3% |
| 4 | 820 | 1.1% |
| 5 | 409 | 0.6% |
| 6 | 219 | 0.3% |
| 7 | 157 | 0.2% |
| 8 | 84 | 0.1% |
| 9 | 60 | 0.1% |
| Other values (21) | 192 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 55234 | |
| 1 | 9698 | 13.5% |
| 2 | 3484 | 4.8% |
| 3 | 1623 | 2.3% |
| 4 | 820 | 1.1% |
| 5 | 409 | 0.6% |
| 6 | 219 | 0.3% |
| 7 | 157 | 0.2% |
| 8 | 84 | 0.1% |
| 9 | 60 | 0.1% |
| Value | Count | Frequency (%) |
| 42 | 3 | < 0.1% |
| 39 | 1 | < 0.1% |
| 29 | 6 | |
| 27 | 2 | < 0.1% |
| 26 | 4 | < 0.1% |
| 25 | 2 | < 0.1% |
| 24 | 12 | |
| 23 | 5 | |
| 22 | 1 | < 0.1% |
| 21 | 7 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 12957 |
| Missing (%) | 18.0% |
| Memory size | 3.9 MiB |
| 0.0 | |
|---|---|
| 1.0 | 5 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 177069 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 59018 | |
| 1.0 | 5 | < 0.1% |
| (Missing) | 12957 | 18.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 59018 | |
| 1.0 | 5 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 118041 | |
| . | 59023 | |
| 1 | 5 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 118046 | |
| Other Punctuation | 59023 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 118041 | |
| 1 | 5 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 59023 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 177069 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 118041 | |
| . | 59023 | |
| 1 | 5 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 177069 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 118041 | |
| . | 59023 | |
| 1 | 5 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 12957 |
| Missing (%) | 18.0% |
| Memory size | 3.9 MiB |
| 0.0 | |
|---|---|
| 1.0 | 8 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 177069 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 59015 | |
| 1.0 | 8 | < 0.1% |
| (Missing) | 12957 | 18.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 59015 | |
| 1.0 | 8 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 118038 | |
| . | 59023 | |
| 1 | 8 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 118046 | |
| Other Punctuation | 59023 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 118038 | |
| 1 | 8 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 59023 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 177069 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 118038 | |
| . | 59023 | |
| 1 | 8 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 177069 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 118038 | |
| . | 59023 | |
| 1 | 8 | < 0.1% |
| Distinct | 125 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.129035843 |
| Minimum | 0 |
|---|---|
| Maximum | 182 |
| Zeros | 37379 |
| Zeros (%) | 51.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 10 |
| Maximum | 182 |
| Range | 182 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 6.182115901 |
|---|---|
| Coefficient of variation (CV) | 2.903716215 |
| Kurtosis | 164.6684265 |
| Mean | 2.129035843 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.08719976 |
| Sum | 153248 |
| Variance | 38.21855701 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37379 | |
| 1 | 13936 | 19.4% |
| 2 | 6667 | 9.3% |
| 3 | 3628 | 5.0% |
| 4 | 2178 | 3.0% |
| 5 | 1471 | 2.0% |
| 6 | 1075 | 1.5% |
| 7 | 838 | 1.2% |
| 8 | 637 | 0.9% |
| 9 | 556 | 0.8% |
| Other values (115) | 3615 | 5.0% |
| Value | Count | Frequency (%) |
| 0 | 37379 | |
| 1 | 13936 | 19.4% |
| 2 | 6667 | 9.3% |
| 3 | 3628 | 5.0% |
| 4 | 2178 | 3.0% |
| 5 | 1471 | 2.0% |
| 6 | 1075 | 1.5% |
| 7 | 838 | 1.2% |
| 8 | 637 | 0.9% |
| 9 | 556 | 0.8% |
| Value | Count | Frequency (%) |
| 182 | 1 | |
| 160 | 1 | |
| 159 | 1 | |
| 158 | 1 | |
| 153 | 1 | |
| 152 | 1 | |
| 149 | 1 | |
| 147 | 1 | |
| 146 | 1 | |
| 145 | 1 |
| Distinct | 87 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.592095026 |
| Minimum | 0 |
|---|---|
| Maximum | 11190 |
| Zeros | 71821 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 11190 |
| Range | 11190 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 106.7059935 |
|---|---|
| Coefficient of variation (CV) | 29.70578249 |
| Kurtosis | 3564.299923 |
| Mean | 3.592095026 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 51.15070937 |
| Sum | 258559 |
| Variance | 11386.16906 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 71821 | |
| 500 | 30 | < 0.1% |
| 1000 | 18 | < 0.1% |
| 1500 | 6 | < 0.1% |
| 2190 | 4 | < 0.1% |
| 601 | 3 | < 0.1% |
| 2580 | 3 | < 0.1% |
| 1939 | 3 | < 0.1% |
| 1018 | 3 | < 0.1% |
| 2612 | 2 | < 0.1% |
| Other values (77) | 87 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 71821 | |
| 47 | 1 | < 0.1% |
| 90 | 1 | < 0.1% |
| 99 | 1 | < 0.1% |
| 348 | 1 | < 0.1% |
| 500 | 30 | < 0.1% |
| 530 | 1 | < 0.1% |
| 531 | 2 | < 0.1% |
| 563 | 1 | < 0.1% |
| 573 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 11190 | 1 | |
| 7910 | 1 | |
| 7200 | 2 | |
| 6630 | 1 | |
| 6285 | 1 | |
| 6065 | 1 | |
| 5590 | 1 | |
| 4900 | 1 | |
| 3985 | 1 | |
| 3895 | 1 |
| Distinct | 71980 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45056.1569 |
| Minimum | 0 |
|---|---|
| Maximum | 89975 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4538.9 |
| Q1 | 22623.5 |
| median | 45056.5 |
| Q3 | 67485.75 |
| 95-th percentile | 85479.05 |
| Maximum | 89975 |
| Range | 89975 |
| Interquartile range (IQR) | 44862.25 |
Descriptive statistics
| Standard deviation | 25935.85702 |
|---|---|
| Coefficient of variation (CV) | 0.5756340266 |
| Kurtosis | -1.196899398 |
| Mean | 45056.1569 |
| Median Absolute Deviation (MAD) | 22432 |
| Skewness | -0.003382878361 |
| Sum | 3243142174 |
| Variance | 672668679.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 3371 | 1 | < 0.1% |
| 50482 | 1 | < 0.1% |
| 56625 | 1 | < 0.1% |
| 54576 | 1 | < 0.1% |
| 9518 | 1 | < 0.1% |
| 15661 | 1 | < 0.1% |
| 13612 | 1 | < 0.1% |
| 1322 | 1 | < 0.1% |
| 58678 | 1 | < 0.1% |
| Other values (71970) | 71970 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 11 | 1 |
| Value | Count | Frequency (%) |
| 89975 | 1 | |
| 89974 | 1 | |
| 89972 | 1 | |
| 89969 | 1 | |
| 89968 | 1 | |
| 89967 | 1 | |
| 89965 | 1 | |
| 89964 | 1 | |
| 89963 | 1 | |
| 89962 | 1 |
status_2nd_last_archived_0_24m
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.0 MiB |
| 1 | |
|---|---|
| 0 | |
| 2 | |
| 3 | 1062 |
| 5 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 71980 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 45280 | |
| 0 | 20052 | |
| 2 | 5585 | 7.8% |
| 3 | 1062 | 1.5% |
| 5 | 1 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 45280 | |
| 0 | 20052 | |
| 2 | 5585 | 7.8% |
| 3 | 1062 | 1.5% |
| 5 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 45280 | |
| 0 | 20052 | |
| 2 | 5585 | 7.8% |
| 3 | 1062 | 1.5% |
| 5 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 71980 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 45280 | |
| 0 | 20052 | |
| 2 | 5585 | 7.8% |
| 3 | 1062 | 1.5% |
| 5 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 71980 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 45280 | |
| 0 | 20052 | |
| 2 | 5585 | 7.8% |
| 3 | 1062 | 1.5% |
| 5 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 71980 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 45280 | |
| 0 | 20052 | |
| 2 | 5585 | 7.8% |
| 3 | 1062 | 1.5% |
| 5 | 1 | < 0.1% |
status_3rd_last_archived_0_24m
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.0 MiB |
| 1 | |
|---|---|
| 0 | |
| 2 | |
| 3 | 914 |
| 5 | 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 71980 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 41183 | |
| 0 | 24953 | |
| 2 | 4927 | 6.8% |
| 3 | 914 | 1.3% |
| 5 | 3 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 41183 | |
| 0 | 24953 | |
| 2 | 4927 | 6.8% |
| 3 | 914 | 1.3% |
| 5 | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 41183 | |
| 0 | 24953 | |
| 2 | 4927 | 6.8% |
| 3 | 914 | 1.3% |
| 5 | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 71980 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 41183 | |
| 0 | 24953 | |
| 2 | 4927 | 6.8% |
| 3 | 914 | 1.3% |
| 5 | 3 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 71980 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 41183 | |
| 0 | 24953 | |
| 2 | 4927 | 6.8% |
| 3 | 914 | 1.3% |
| 5 | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 71980 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 41183 | |
| 0 | 24953 | |
| 2 | 4927 | 6.8% |
| 3 | 914 | 1.3% |
| 5 | 3 | < 0.1% |
status_last_archived_0_24m
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.0 MiB |
| 1 | |
|---|---|
| 0 | |
| 2 | |
| 3 | 1127 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 71980 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 51806 | |
| 0 | 13430 | 18.7% |
| 2 | 5617 | 7.8% |
| 3 | 1127 | 1.6% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 51806 | |
| 0 | 13430 | 18.7% |
| 2 | 5617 | 7.8% |
| 3 | 1127 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 51806 | |
| 0 | 13430 | 18.7% |
| 2 | 5617 | 7.8% |
| 3 | 1127 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 71980 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 51806 | |
| 0 | 13430 | 18.7% |
| 2 | 5617 | 7.8% |
| 3 | 1127 | 1.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 71980 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 51806 | |
| 0 | 13430 | 18.7% |
| 2 | 5617 | 7.8% |
| 3 | 1127 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 71980 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 51806 | |
| 0 | 13430 | 18.7% |
| 2 | 5617 | 7.8% |
| 3 | 1127 | 1.6% |
status_max_archived_0_12_months
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.0 MiB |
| 1 | |
|---|---|
| 0 | |
| 2 | |
| 3 | 3070 |
| 5 | 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 71980 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 36777 | |
| 0 | 17248 | |
| 2 | 14880 | |
| 3 | 3070 | 4.3% |
| 5 | 5 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 36777 | |
| 0 | 17248 | |
| 2 | 14880 | |
| 3 | 3070 | 4.3% |
| 5 | 5 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 36777 | |
| 0 | 17248 | |
| 2 | 14880 | |
| 3 | 3070 | 4.3% |
| 5 | 5 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 71980 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 36777 | |
| 0 | 17248 | |
| 2 | 14880 | |
| 3 | 3070 | 4.3% |
| 5 | 5 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 71980 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 36777 | |
| 0 | 17248 | |
| 2 | 14880 | |
| 3 | 3070 | 4.3% |
| 5 | 5 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 71980 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 36777 | |
| 0 | 17248 | |
| 2 | 14880 | |
| 3 | 3070 | 4.3% |
| 5 | 5 | < 0.1% |
status_max_archived_0_24_months
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.0 MiB |
| 1 | |
|---|---|
| 2 | |
| 0 | |
| 3 | |
| 5 | 13 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 71980 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 33955 | |
| 2 | 19465 | |
| 0 | 13430 | 18.7% |
| 3 | 5117 | 7.1% |
| 5 | 13 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 33955 | |
| 2 | 19465 | |
| 0 | 13430 | 18.7% |
| 3 | 5117 | 7.1% |
| 5 | 13 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 33955 | |
| 2 | 19465 | |
| 0 | 13430 | 18.7% |
| 3 | 5117 | 7.1% |
| 5 | 13 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 71980 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 33955 | |
| 2 | 19465 | |
| 0 | 13430 | 18.7% |
| 3 | 5117 | 7.1% |
| 5 | 13 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 71980 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 33955 | |
| 2 | 19465 | |
| 0 | 13430 | 18.7% |
| 3 | 5117 | 7.1% |
| 5 | 13 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 71980 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 33955 | |
| 2 | 19465 | |
| 0 | 13430 | 18.7% |
| 3 | 5117 | 7.1% |
| 5 | 13 | < 0.1% |
status_max_archived_0_6_months
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.0 MiB |
| 1 | |
|---|---|
| 0 | |
| 2 | |
| 3 | 1272 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 71980 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 35710 | |
| 0 | 25858 | |
| 2 | 9140 | 12.7% |
| 3 | 1272 | 1.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 35710 | |
| 0 | 25858 | |
| 2 | 9140 | 12.7% |
| 3 | 1272 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 35710 | |
| 0 | 25858 | |
| 2 | 9140 | 12.7% |
| 3 | 1272 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 71980 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 35710 | |
| 0 | 25858 | |
| 2 | 9140 | 12.7% |
| 3 | 1272 | 1.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 71980 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 35710 | |
| 0 | 25858 | |
| 2 | 9140 | 12.7% |
| 3 | 1272 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 71980 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 35710 | |
| 0 | 25858 | |
| 2 | 9140 | 12.7% |
| 3 | 1272 | 1.8% |
sum_capital_paid_account_0_12m
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 17724 |
|---|---|
| Distinct (%) | 24.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10876.88586 |
| Minimum | 0 |
|---|---|
| Maximum | 571475 |
| Zeros | 47492 |
| Zeros (%) | 66.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 9046.75 |
| 95-th percentile | 58872.05 |
| Maximum | 571475 |
| Range | 571475 |
| Interquartile range (IQR) | 9046.75 |
Descriptive statistics
| Standard deviation | 26529.48399 |
|---|---|
| Coefficient of variation (CV) | 2.439069816 |
| Kurtosis | 38.17626435 |
| Mean | 10876.88586 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.833067879 |
| Sum | 782918244 |
| Variance | 703813520.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47492 | |
| 300 | 33 | < 0.1% |
| 2990 | 28 | < 0.1% |
| 700 | 19 | < 0.1% |
| 3385 | 18 | < 0.1% |
| 31067 | 17 | < 0.1% |
| 2641 | 16 | < 0.1% |
| 6900 | 15 | < 0.1% |
| 46084 | 15 | < 0.1% |
| 5980 | 15 | < 0.1% |
| Other values (17714) | 24312 |
| Value | Count | Frequency (%) |
| 0 | 47492 | |
| 1 | 3 | < 0.1% |
| 2 | 2 | < 0.1% |
| 3 | 13 | < 0.1% |
| 4 | 10 | < 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 571475 | 1 | < 0.1% |
| 490672 | 2 | |
| 452715 | 1 | < 0.1% |
| 447678 | 1 | < 0.1% |
| 413220 | 4 | |
| 391836 | 1 | < 0.1% |
| 391707 | 1 | < 0.1% |
| 369220 | 1 | < 0.1% |
| 358491 | 2 | |
| 345997 | 1 | < 0.1% |
sum_capital_paid_account_12_24m
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 13086 |
|---|---|
| Distinct (%) | 18.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6582.970603 |
| Minimum | 0 |
|---|---|
| Maximum | 341859 |
| Zeros | 53768 |
| Zeros (%) | 74.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 115 |
| 95-th percentile | 39395 |
| Maximum | 341859 |
| Range | 341859 |
| Interquartile range (IQR) | 115 |
Descriptive statistics
| Standard deviation | 19176.77699 |
|---|---|
| Coefficient of variation (CV) | 2.913088657 |
| Kurtosis | 44.77826721 |
| Mean | 6582.970603 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.457809157 |
| Sum | 473842224 |
| Variance | 367748775.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 53768 | |
| 300 | 53 | 0.1% |
| 96974 | 22 | < 0.1% |
| 3485 | 21 | < 0.1% |
| 20390 | 19 | < 0.1% |
| 2190 | 19 | < 0.1% |
| 5990 | 18 | < 0.1% |
| 295 | 16 | < 0.1% |
| 895 | 15 | < 0.1% |
| 50 | 15 | < 0.1% |
| Other values (13076) | 18014 | 25.0% |
| Value | Count | Frequency (%) |
| 0 | 53768 | |
| 1 | 6 | < 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 4 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 341859 | 1 | |
| 336568 | 2 | |
| 333900 | 1 | |
| 321102 | 1 | |
| 315838 | 1 | |
| 314738 | 1 | |
| 313502 | 2 | |
| 310682 | 1 | |
| 307975 | 1 | |
| 300704 | 1 |
sum_paid_inv_0_12m
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 31150 |
|---|---|
| Distinct (%) | 43.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39374.72313 |
| Minimum | 0 |
|---|---|
| Maximum | 2962870 |
| Zeros | 15535 |
| Zeros (%) | 21.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2685 |
| median | 16115 |
| Q3 | 44050.5 |
| 95-th percentile | 151416.35 |
| Maximum | 2962870 |
| Range | 2962870 |
| Interquartile range (IQR) | 41365.5 |
Descriptive statistics
| Standard deviation | 89753.62445 |
|---|---|
| Coefficient of variation (CV) | 2.279473157 |
| Kurtosis | 407.2223734 |
| Mean | 39374.72313 |
| Median Absolute Deviation (MAD) | 16115 |
| Skewness | 15.27146964 |
| Sum | 2834192571 |
| Variance | 8055713101 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 15535 | 21.6% |
| 895 | 196 | 0.3% |
| 1790 | 113 | 0.2% |
| 1000 | 72 | 0.1% |
| 2000 | 71 | 0.1% |
| 3290 | 59 | 0.1% |
| 2290 | 58 | 0.1% |
| 1990 | 57 | 0.1% |
| 1290 | 57 | 0.1% |
| 2490 | 57 | 0.1% |
| Other values (31140) | 55705 |
| Value | Count | Frequency (%) |
| 0 | 15535 | |
| 90 | 1 | < 0.1% |
| 175 | 1 | < 0.1% |
| 210 | 1 | < 0.1% |
| 270 | 2 | < 0.1% |
| 290 | 1 | < 0.1% |
| 295 | 2 | < 0.1% |
| 300 | 3 | < 0.1% |
| 320 | 1 | < 0.1% |
| 360 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2962870 | 1 | < 0.1% |
| 2853992 | 1 | < 0.1% |
| 2835652 | 1 | < 0.1% |
| 2792694 | 1 | < 0.1% |
| 2789204 | 2 | |
| 2768835 | 2 | |
| 2746889 | 3 | |
| 2744362 | 1 | < 0.1% |
| 2725405 | 1 | < 0.1% |
| 2719917 | 1 | < 0.1% |
time_hours
Real number (ℝ≥0)
| Distinct | 43033 |
|---|---|
| Distinct (%) | 59.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.33900996 |
| Minimum | 0.0002777777778 |
|---|---|
| Maximum | 23.99972222 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 562.5 KiB |
Quantile statistics
| Minimum | 0.0002777777778 |
|---|---|
| 5-th percentile | 7.364694444 |
| Q1 | 11.62270833 |
| median | 15.80930556 |
| Q3 | 19.56083333 |
| 95-th percentile | 22.343625 |
| Maximum | 23.99972222 |
| Range | 23.99944444 |
| Interquartile range (IQR) | 7.938125 |
Descriptive statistics
| Standard deviation | 5.036018636 |
|---|---|
| Coefficient of variation (CV) | 0.328314451 |
| Kurtosis | -0.2198772903 |
| Mean | 15.33900996 |
| Median Absolute Deviation (MAD) | 3.937638889 |
| Skewness | -0.5029547006 |
| Sum | 1104101.937 |
| Variance | 25.3614837 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16.245 | 8 | < 0.1% |
| 21.48416667 | 8 | < 0.1% |
| 13.21666667 | 8 | < 0.1% |
| 11.69333333 | 7 | < 0.1% |
| 20.88222222 | 7 | < 0.1% |
| 18.17611111 | 7 | < 0.1% |
| 21.6925 | 7 | < 0.1% |
| 19.74777778 | 7 | < 0.1% |
| 19.29527778 | 7 | < 0.1% |
| 20.27527778 | 7 | < 0.1% |
| Other values (43023) | 71907 |
| Value | Count | Frequency (%) |
| 0.0002777777778 | 1 | |
| 0.001666666667 | 2 | |
| 0.004444444444 | 1 | |
| 0.005555555556 | 1 | |
| 0.006388888889 | 1 | |
| 0.007222222222 | 2 | |
| 0.007777777778 | 1 | |
| 0.008055555556 | 1 | |
| 0.009722222222 | 1 | |
| 0.01138888889 | 1 |
| Value | Count | Frequency (%) |
| 23.99972222 | 1 | < 0.1% |
| 23.99833333 | 1 | < 0.1% |
| 23.99638889 | 3 | |
| 23.99583333 | 1 | < 0.1% |
| 23.99444444 | 1 | < 0.1% |
| 23.99305556 | 2 | |
| 23.99277778 | 1 | < 0.1% |
| 23.99166667 | 1 | < 0.1% |
| 23.99138889 | 1 | < 0.1% |
| 23.99027778 | 1 | < 0.1% |
| Distinct | 71980 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.4 MiB |
| b1f51df9-76e6-44ac-92b2-c8d3d0554806 | 1 |
|---|---|
| 44c099b7-2ddc-4bd9-ad76-986c50ff98bc | 1 |
| 4872a2b2-e133-4900-b4a9-e5d415fa70d3 | 1 |
| 5667309f-9c62-41c6-959b-e6c70f0cfa2f | 1 |
| e5f8b3b7-2dd9-4197-8eb8-ff4bdc40cc6b | 1 |
| Other values (71975) |
Length
| Max length | 36 |
|---|---|
| Median length | 36 |
| Mean length | 36 |
| Min length | 36 |
Characters and Unicode
| Total characters | 2591280 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 71980 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 082ef392-fa6f-4373-a2b6-c7deb9ef7090 |
|---|---|
| 2nd row | 91d4e7bd-5faf-4e8f-ad45-0c7146525768 |
| 3rd row | 927987c6-789e-4cf5-b24f-7e9634535576 |
| 4th row | bc1b6496-db68-4ae0-97a4-a3f08f2e6e9b |
| 5th row | 3d9fc921-2aae-4990-ac26-230597ce4039 |
Common Values
| Value | Count | Frequency (%) |
| b1f51df9-76e6-44ac-92b2-c8d3d0554806 | 1 | < 0.1% |
| 44c099b7-2ddc-4bd9-ad76-986c50ff98bc | 1 | < 0.1% |
| 4872a2b2-e133-4900-b4a9-e5d415fa70d3 | 1 | < 0.1% |
| 5667309f-9c62-41c6-959b-e6c70f0cfa2f | 1 | < 0.1% |
| e5f8b3b7-2dd9-4197-8eb8-ff4bdc40cc6b | 1 | < 0.1% |
| f3335bb4-756e-49b9-9b8d-3d59a33431c7 | 1 | < 0.1% |
| 4f3e8faa-0039-41d2-9fff-eb1fafeb7aa8 | 1 | < 0.1% |
| 1c3a3d68-0efc-40d4-a5d5-e42965ef68bb | 1 | < 0.1% |
| 4cc9674d-62f7-4c20-9d50-50ddd8ff06f1 | 1 | < 0.1% |
| a2b78055-56f6-4202-a40c-44a4fdd85819 | 1 | < 0.1% |
| Other values (71970) | 71970 |
Length
| Value | Count | Frequency (%) |
| b1f51df9-76e6-44ac-92b2-c8d3d0554806 | 1 | < 0.1% |
| 44c099b7-2ddc-4bd9-ad76-986c50ff98bc | 1 | < 0.1% |
| 4872a2b2-e133-4900-b4a9-e5d415fa70d3 | 1 | < 0.1% |
| 5667309f-9c62-41c6-959b-e6c70f0cfa2f | 1 | < 0.1% |
| e5f8b3b7-2dd9-4197-8eb8-ff4bdc40cc6b | 1 | < 0.1% |
| f3335bb4-756e-49b9-9b8d-3d59a33431c7 | 1 | < 0.1% |
| 4f3e8faa-0039-41d2-9fff-eb1fafeb7aa8 | 1 | < 0.1% |
| 1c3a3d68-0efc-40d4-a5d5-e42965ef68bb | 1 | < 0.1% |
| 4cc9674d-62f7-4c20-9d50-50ddd8ff06f1 | 1 | < 0.1% |
| a2b78055-56f6-4202-a40c-44a4fdd85819 | 1 | < 0.1% |
| Other values (71970) | 71970 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 287920 | 11.1% |
| 4 | 206842 | 8.0% |
| 8 | 153707 | 5.9% |
| b | 153023 | 5.9% |
| 9 | 152613 | 5.9% |
| a | 152609 | 5.9% |
| 5 | 135261 | 5.2% |
| 7 | 135217 | 5.2% |
| 6 | 135177 | 5.2% |
| f | 135171 | 5.2% |
| Other values (7) | 943740 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1458152 | |
| Lowercase Letter | 845208 | |
| Dash Punctuation | 287920 | 11.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 206842 | |
| 8 | 153707 | |
| 9 | 152613 | |
| 5 | 135261 | |
| 7 | 135217 | |
| 6 | 135177 | |
| 0 | 135151 | |
| 2 | 135057 | |
| 3 | 134699 | |
| 1 | 134428 |
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 153023 | |
| a | 152609 | |
| f | 135171 | |
| e | 135007 | |
| c | 134786 | |
| d | 134612 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 287920 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1746072 | |
| Latin | 845208 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 287920 | |
| 4 | 206842 | |
| 8 | 153707 | |
| 9 | 152613 | |
| 5 | 135261 | |
| 7 | 135217 | |
| 6 | 135177 | |
| 0 | 135151 | |
| 2 | 135057 | |
| 3 | 134699 |
Latin
| Value | Count | Frequency (%) |
| b | 153023 | |
| a | 152609 | |
| f | 135171 | |
| e | 135007 | |
| c | 134786 | |
| d | 134612 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2591280 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 287920 | 11.1% |
| 4 | 206842 | 8.0% |
| 8 | 153707 | 5.9% |
| b | 153023 | 5.9% |
| 9 | 152613 | 5.9% |
| a | 152609 | 5.9% |
| 5 | 135261 | 5.2% |
| 7 | 135217 | 5.2% |
| 6 | 135177 | 5.2% |
| f | 135171 | 5.2% |
| Other values (7) | 943740 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 49970 |
| Missing (%) | 69.4% |
| Memory size | 3.2 MiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 3.0 | 122 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 66030 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 19463 | 27.0% |
| 2.0 | 2425 | 3.4% |
| 3.0 | 122 | 0.2% |
| (Missing) | 49970 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 19463 | |
| 2.0 | 2425 | 11.0% |
| 3.0 | 122 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 22010 | |
| 0 | 22010 | |
| 1 | 19463 | |
| 2 | 2425 | 3.7% |
| 3 | 122 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 44020 | |
| Other Punctuation | 22010 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 22010 | |
| 1 | 19463 | |
| 2 | 2425 | 5.5% |
| 3 | 122 | 0.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 22010 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 66030 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 22010 | |
| 0 | 22010 | |
| 1 | 19463 | |
| 2 | 2425 | 3.7% |
| 3 | 122 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 66030 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 22010 | |
| 0 | 22010 | |
| 1 | 19463 | |
| 2 | 2425 | 3.7% |
| 3 | 122 | 0.2% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| row_id | uuid | account_amount_added_12_24m | account_days_in_dc_12_24m | account_days_in_rem_12_24m | account_days_in_term_12_24m | account_incoming_debt_vs_paid_0_24m | account_status | account_worst_status_0_3m | account_worst_status_12_24m | account_worst_status_3_6m | account_worst_status_6_12m | age | avg_payment_span_0_12m | avg_payment_span_0_3m | merchant_category | merchant_group | has_paid | max_paid_inv_0_12m | max_paid_inv_0_24m | name_in_email | num_active_div_by_paid_inv_0_12m | num_active_inv | num_arch_dc_0_12m | num_arch_dc_12_24m | num_arch_ok_0_12m | num_arch_ok_12_24m | num_arch_rem_0_12m | num_arch_written_off_0_12m | num_arch_written_off_12_24m | num_unpaid_bills | status_last_archived_0_24m | status_2nd_last_archived_0_24m | status_3rd_last_archived_0_24m | status_max_archived_0_6_months | status_max_archived_0_12_months | status_max_archived_0_24_months | recovery_debt | sum_capital_paid_account_0_12m | sum_capital_paid_account_12_24m | sum_paid_inv_0_12m | time_hours | worst_status_active_inv | default | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 27330 | 082ef392-fa6f-4373-a2b6-c7deb9ef7090 | 0 | 0.0 | 0.0 | 0.0 | 0.000000 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 41 | 12.545455 | 6.000000 | Diversified entertainment | Entertainment | True | 28367.0 | 28367.0 | L1+F | 0.000000 | 0 | 0 | 0 | 11 | 14 | 0 | 0.0 | 0.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 11895 | 0 | 98045 | 11.871944 | NaN | 0.0 |
| 1 | 36792 | 91d4e7bd-5faf-4e8f-ad45-0c7146525768 | 0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | 56 | 26.000000 | NaN | Youthful Shoes & Clothing | Clothing & Shoes | True | 2190.0 | 2190.0 | F1+L | 0.000000 | 0 | 0 | 0 | 1 | 0 | 0 | 0.0 | 0.0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 2190 | 15.135000 | NaN | 0.0 |
| 2 | 41325 | 927987c6-789e-4cf5-b24f-7e9634535576 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 31 | 10.967742 | 12.571429 | Diversified entertainment | Entertainment | True | 2993.0 | 4570.0 | no_match | 0.031250 | 1 | 0 | 0 | 30 | 23 | 0 | 0.0 | 0.0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 46525 | 19.887500 | 1.0 | 0.0 |
| 3 | 74231 | bc1b6496-db68-4ae0-97a4-a3f08f2e6e9b | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 44 | 7.000000 | NaN | Diversified entertainment | Entertainment | True | 4290.0 | 16585.0 | F+L | 0.000000 | 0 | 0 | 0 | 3 | 10 | 0 | 0.0 | 0.0 | 0 | 1 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 5475 | 20.678611 | NaN | 0.0 |
| 4 | 29031 | 3d9fc921-2aae-4990-ac26-230597ce4039 | 43024 | 0.0 | 0.0 | 0.0 | 2.173318 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 33 | 15.000000 | 13.500000 | Sports gear & Outdoor | Leisure, Sport & Hobby | True | 25295.0 | 25295.0 | no_match | 0.000000 | 0 | 0 | 0 | 3 | 1 | 0 | 0.0 | 0.0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 42090 | 0 | 40520 | 19.280278 | NaN | 0.0 |
| 5 | 3479 | 7a0bd962-772e-45b6-9e4f-3bb56f6fb6a2 | 39934 | 0.0 | 87.0 | 0.0 | 0.024073 | 1.0 | 2.0 | 2.0 | 1.0 | 2.0 | 32 | 3.538462 | NaN | Diversified entertainment | Entertainment | True | 2175.0 | 2175.0 | F+L | 0.230769 | 3 | 0 | 0 | 12 | 0 | 1 | 0.0 | 0.0 | 6 | 1 | 1 | 1 | 1 | 2 | 2 | 0 | 116603 | 16605 | 15385 | 20.460000 | 1.0 | 0.0 |
| 6 | 60496 | 7206cb77-04c4-449b-a8a8-de170e322b47 | 0 | 0.0 | 0.0 | 0.0 | 0.000000 | 1.0 | 1.0 | NaN | 1.0 | NaN | 50 | 17.666667 | NaN | Concept stores & Miscellaneous | Leisure, Sport & Hobby | True | 8280.0 | 8280.0 | F+L | 0.000000 | 0 | 0 | 0 | 3 | 1 | 0 | 0.0 | 0.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 4780 | 0 | 19905 | 14.513056 | NaN | 0.0 |
| 7 | 7215 | 9b87306a-9a73-4198-b8a9-5e90c59b7daf | 0 | 0.0 | 0.0 | 0.0 | NaN | 1.0 | 1.0 | NaN | 1.0 | 1.0 | 31 | 5.117647 | 8.000000 | Diversified entertainment | Entertainment | True | 23400.0 | 23400.0 | F+L | 0.000000 | 0 | 0 | 0 | 17 | 15 | 0 | 0.0 | 0.0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 74476 | 21.802778 | NaN | 0.0 |
| 8 | 70025 | 5c88cce8-ab92-45fb-8333-49a79c5c032d | 0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | 26 | NaN | NaN | Diversified entertainment | Entertainment | True | 2385.0 | 2385.0 | no_match | 0.000000 | 0 | 0 | 0 | 0 | 1 | 0 | 0.0 | 0.0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 2385 | 10.966389 | NaN | 0.0 |
| 9 | 42090 | de12c788-814c-4fbb-a178-865e7b42ff32 | 22360 | 0.0 | 0.0 | 0.0 | 0.517492 | 1.0 | 2.0 | 1.0 | 2.0 | 1.0 | 24 | 22.833333 | 27.000000 | Diversified entertainment | Entertainment | True | 7760.0 | 7760.0 | F+L | 0.000000 | 0 | 0 | 0 | 5 | 1 | 1 | 0.0 | 0.0 | 9 | 2 | 1 | 1 | 2 | 2 | 2 | 0 | 65806 | 8285 | 21274 | 21.142778 | NaN | 0.0 |
Last rows
| row_id | uuid | account_amount_added_12_24m | account_days_in_dc_12_24m | account_days_in_rem_12_24m | account_days_in_term_12_24m | account_incoming_debt_vs_paid_0_24m | account_status | account_worst_status_0_3m | account_worst_status_12_24m | account_worst_status_3_6m | account_worst_status_6_12m | age | avg_payment_span_0_12m | avg_payment_span_0_3m | merchant_category | merchant_group | has_paid | max_paid_inv_0_12m | max_paid_inv_0_24m | name_in_email | num_active_div_by_paid_inv_0_12m | num_active_inv | num_arch_dc_0_12m | num_arch_dc_12_24m | num_arch_ok_0_12m | num_arch_ok_12_24m | num_arch_rem_0_12m | num_arch_written_off_0_12m | num_arch_written_off_12_24m | num_unpaid_bills | status_last_archived_0_24m | status_2nd_last_archived_0_24m | status_3rd_last_archived_0_24m | status_max_archived_0_6_months | status_max_archived_0_12_months | status_max_archived_0_24_months | recovery_debt | sum_capital_paid_account_0_12m | sum_capital_paid_account_12_24m | sum_paid_inv_0_12m | time_hours | worst_status_active_inv | default | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 71970 | 39111 | 9d7fd49a-7641-4d55-9006-1cf6fd82c6f8 | 0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | 23 | 22.142857 | NaN | Body & Hair Care | Health & Beauty | True | 13680.0 | 13680.0 | no_match | 0.000000 | 0 | 0 | 0 | 5 | 0 | 2 | 0.0 | 0.0 | 0 | 1 | 2 | 1 | 2 | 2 | 2 | 0 | 0 | 0 | 49079 | 10.858056 | NaN | 0.0 |
| 71971 | 61413 | 88f5fffa-38e0-4c97-9238-a0f4e1dd10cf | 0 | 0.0 | 0.0 | 0.0 | 0.372767 | 1.0 | 3.0 | 1.0 | 3.0 | 1.0 | 40 | 30.500000 | NaN | Diversified entertainment | Entertainment | True | 7195.0 | 16559.0 | F+L | 0.100000 | 1 | 0 | 1 | 4 | 9 | 4 | 0.0 | 0.0 | 5 | 1 | 1 | 2 | 1 | 2 | 3 | 0 | 22277 | 0 | 31005 | 20.816944 | 1.0 | 0.0 |
| 71972 | 81884 | a78c1147-f83e-4275-ac0d-15b20be8dc93 | 0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | 18 | 14.500000 | NaN | Diversified entertainment | Entertainment | True | 7495.0 | 7495.0 | F+L | 0.000000 | 0 | 0 | 0 | 4 | 2 | 0 | 0.0 | 0.0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 19160 | 20.896111 | NaN | 0.0 |
| 71973 | 23394 | 80909c5e-b617-414c-a91e-a7877af137d7 | 0 | 0.0 | 0.0 | 0.0 | 1.843467 | 1.0 | 1.0 | NaN | 1.0 | 1.0 | 26 | NaN | NaN | Cosmetics | Health & Beauty | True | 0.0 | 0.0 | F | NaN | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4218 | 0 | 0 | 14.463056 | NaN | 0.0 |
| 71974 | 73482 | 4c22a9da-a68c-45a3-9253-2dc919e7f1f6 | 41518 | 0.0 | 0.0 | 0.0 | 5.532144 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 21 | 38.076923 | 19.5 | Youthful Shoes & Clothing | Clothing & Shoes | True | 18772.0 | 18772.0 | F+L | 0.153846 | 2 | 0 | 0 | 5 | 10 | 8 | 0.0 | 0.0 | 5 | 1 | 1 | 2 | 2 | 2 | 2 | 0 | 4629 | 0 | 112984 | 7.129722 | 1.0 | 0.0 |
| 71975 | 35487 | 0a9a2584-34d5-4824-ab9a-7fdc080fba0b | 0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | 18 | 14.000000 | 14.0 | Youthful Shoes & Clothing | Clothing & Shoes | True | 5085.0 | 5085.0 | F+L | 0.000000 | 0 | 0 | 0 | 1 | 0 | 0 | 0.0 | 0.0 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 5085 | 18.189722 | NaN | 0.0 |
| 71976 | 88726 | 8744e9ee-7971-4958-b8de-113449bd98b8 | 5825 | 0.0 | 0.0 | 0.0 | 1.421025 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | 29 | 18.000000 | NaN | Diversified Health & Beauty products | Health & Beauty | True | 12574.0 | 12574.0 | L1+F | 0.000000 | 0 | 0 | 0 | 1 | 0 | 0 | 0.0 | 0.0 | 2 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 9993 | 0 | 12574 | 19.445000 | NaN | 0.0 |
| 71977 | 42190 | cef72a33-9343-45cd-bc72-29db36323e63 | 2607 | 0.0 | 0.0 | 0.0 | 1.060306 | 1.0 | 2.0 | 1.0 | 2.0 | 2.0 | 28 | 7.000000 | NaN | Books & Magazines | Entertainment | True | 12005.0 | 12005.0 | F | 0.000000 | 0 | 0 | 0 | 1 | 0 | 0 | 0.0 | 0.0 | 3 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 21213 | 2540 | 20940 | 20.188333 | NaN | 0.0 |
| 71978 | 54347 | 95ce72b5-4787-4c5b-98c0-1094b1e7a5a0 | 0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | 50 | 22.111111 | 18.5 | Books & Magazines | Entertainment | True | 2785.0 | 3885.0 | F | 0.100000 | 1 | 0 | 0 | 8 | 6 | 1 | 0.0 | 0.0 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 0 | 0 | 0 | 13035 | 21.282222 | 1.0 | 0.0 |
| 71979 | 16866 | 71abfd91-ac64-4938-b8f5-dcfa7a210658 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 34 | 19.000000 | NaN | General Shoes & Clothing | Clothing & Shoes | True | 4950.0 | 4950.0 | F+L | 0.000000 | 0 | 0 | 0 | 1 | 0 | 0 | 0.0 | 0.0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 4950 | 17.812500 | NaN | 0.0 |